Triple

T14535311
Position Surface form Disambiguated ID Type / Status
Subject Aaron Russo E341027 entity
Predicate notableWork P4 FINISHED
Object Wise Guys
Wise Guys is a 1986 American mafia comedy film directed by Brian De Palma and produced by Aaron Russo, starring Danny DeVito and Joe Piscopo as low-level mobsters who bungle a job for their boss.
E1104811 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Wise Guys | Statement: [Aaron Russo, notableWork, Wise Guys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wise Guys
Context triple: [Aaron Russo, notableWork, Wise Guys]
  • A. Wiseguy
    Wiseguy is a true-crime book by Nicholas Pileggi that chronicles the life of mob associate Henry Hill and the inner workings of the American Mafia.
  • B. Wiseguy
    Wiseguy is an American crime drama television series centered on an undercover agent infiltrating organized crime syndicates.
  • C. The Good Guys
    The Good Guys is an American comedic buddy-cop television series that follows a washed-up, old-school detective and his by-the-book partner as they bumble through crime-solving in Dallas.
  • D. The Good Guys
    The Good Guys is an Israeli film directed by and starring Assi Dayan, known as a darkly comic drama reflecting Israeli society and personal turmoil.
  • E. The Good Guys
    The Good Guys is an American sitcom starring Alan Hale Jr. that aired in the late 1960s, centered on the misadventures of a cab driver and his friend who runs a diner.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Wise Guys
Triple: [Aaron Russo, notableWork, Wise Guys]
Generated description
Wise Guys is a 1986 American mafia comedy film directed by Brian De Palma and produced by Aaron Russo, starring Danny DeVito and Joe Piscopo as low-level mobsters who bungle a job for their boss.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wise Guys
Target entity description: Wise Guys is a 1986 American mafia comedy film directed by Brian De Palma and produced by Aaron Russo, starring Danny DeVito and Joe Piscopo as low-level mobsters who bungle a job for their boss.
  • A. Wiseguy
    Wiseguy is a true-crime book by Nicholas Pileggi that chronicles the life of mob associate Henry Hill and the inner workings of the American Mafia.
  • B. Wiseguy
    Wiseguy is an American crime drama television series centered on an undercover agent infiltrating organized crime syndicates.
  • C. The Good Guys
    The Good Guys is an American comedic buddy-cop television series that follows a washed-up, old-school detective and his by-the-book partner as they bumble through crime-solving in Dallas.
  • D. The Good Guys
    The Good Guys is an Israeli film directed by and starring Assi Dayan, known as a darkly comic drama reflecting Israeli society and personal turmoil.
  • E. The Good Guys
    The Good Guys is an American sitcom starring Alan Hale Jr. that aired in the late 1960s, centered on the misadventures of a cab driver and his friend who runs a diner.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1b9d39881908c7a3a5b17d432af completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a589d488190b4a192f33d11092d completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7ae2ce048190ba802c4639c128d6 completed May 8, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69fd7b7147448190952a395f72662014 completed May 8, 2026, 5:58 a.m.
Created at: April 10, 2026, 1:22 a.m.